Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-16 0.137621 0.150511 0.164475 0.180797 0.199438 0.220170 0.245116
2025-03-23 0.115086 0.132702 0.153265 0.179336 0.211937 0.251951 0.305735
2025-03-30 0.097994 0.117059 0.140474 0.171916 0.213947 0.269607 0.351457
2025-04-06 0.086469 0.106068 0.131086 0.166223 0.215788 0.285722 0.396958
2025-04-13 0.077983 0.097705 0.123677 0.161529 0.217408 0.300729 0.443022
2025-04-20 0.073939 0.094613 0.122703 0.165227 0.231070 0.335292 0.528076
2025-04-27 0.071299 0.093055 0.123506 0.171324 0.248938 0.379497 0.642383
2025-05-04 0.068788 0.091369 0.123827 0.176533 0.265938 0.425406 0.775114
2025-05-11 0.066147 0.089220 0.123171 0.179977 0.280298 0.469367 0.920202
2025-05-18 0.062771 0.085697 0.120064 0.178969 0.286487 0.498718 1.043216
2025-05-25 0.058394 0.080363 0.113706 0.171793 0.280235 0.501299 1.099101
2025-06-01 0.055248 0.076706 0.109722 0.168286 0.280431 0.517633 1.200101
2025-06-08 0.052687 0.073876 0.106984 0.166930 0.285130 0.546226 1.356336
2025-06-15 0.050766 0.071941 0.105579 0.167866 0.294727 0.589068 1.587398
2025-06-22 0.047687 0.067989 0.100549 0.161628 0.288418 0.591377 1.677351
2025-06-29 0.045069 0.064639 0.096322 0.156527 0.283904 0.597499 1.788421
2025-07-06 0.042799 0.061740 0.092685 0.152236 0.280627 0.606350 1.919474
2025-07-13 0.041984 0.061168 0.093011 0.155651 0.295267 0.669125 2.355276
2025-07-20 0.041555 0.061202 0.094382 0.161265 0.316033 0.757290 3.043401
2025-07-27 0.041009 0.061001 0.095308 0.166056 0.335716 0.850122 3.933935
2025-08-03 0.040256 0.060400 0.095456 0.169220 0.351883 0.938165 5.002015
2025-08-10 0.038999 0.058867 0.093780 0.168294 0.357081 0.988746 5.890781
2025-08-17 0.037084 0.056109 0.089669 0.161697 0.345860 0.972508 6.072472